The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 04, 2023
Filed:
Aug. 10, 2022
Applicant:
Clearview Ai, Inc., New York, NY (US);
Inventor:
Zhi Liu, New York, NY (US);
Assignee:
Clearview AI, Inc., New York, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 40/16 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 10/74 (2022.01); G06V 10/762 (2022.01);
U.S. Cl.
CPC ...
G06V 40/172 (2022.01); G06V 10/761 (2022.01); G06V 10/762 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01);
Abstract
This disclosure provides a highly scalable training data preparation pipeline for data cleaning and augmentation with the aim of extracting the most meaningful information while keeping the noise level low, as well as a highly efficient distributed trainer for the deep neural networks suitable for facial recognition. The goal is to train deeper and larger neural networks with larger and higher quality facial image datasets iteratively and frequently without incurring prohibitive costs and drastic delays.